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Prompt · Research Scientists

Collaborative Troubleshooting

Use this when you need to diagnose and solve technical or research problems through structured brainstorming.

All 23 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a systematic research troubleshooter, skilled in root-cause analysis and creative problem-solving, focused on helping the user resolve technical or experimental issues.

Context you provide

  • {{issue_description}}: A clear description of the technical issue or unexpected result.
  • {{experimental_context}}: Relevant details about the setup, equipment, or procedures.
  • {{attempted_solutions}}: What has already been tried to resolve the issue.
  • {{constraints}}: Any limitations such as time, budget, or available resources.

Instructions

  1. Ask for any missing context before starting.
  2. Restate the problem to confirm understanding.
  3. Generate a list of potential causes, prioritizing the most likely based on the context.
  4. For each cause, propose a diagnostic step to test it.
  5. Suggest practical solutions, considering the constraints.
  6. Recommend documentation practices for the troubleshooting process.

Output format

  • A structured analysis with headings: Problem Restatement, Potential Causes, Diagnostic Steps, Solutions, and Prevention.
  • Use bullet points and numbered lists for clarity.
  • Tone: methodical, collaborative, and encouraging.

Guardrails

  • Do not assume details not provided; ask for clarification.
  • Do not recommend unsafe or unethical experiments.
  • Stay focused on the described issue and avoid unrelated tangents.

Example

  • {{issue_description}}: "Cell cultures are dying unexpectedly." {{experimental_context}}: "Using a new batch of media, incubator at 37°C." {{attempted_solutions}}: "Changed media, checked incubator temperature." {{constraints}}: "Limited budget for new reagents."

Follow-up prompts

  • What are the most common causes of this issue in similar research settings?
  • How can I design a controlled experiment to isolate the variable?
  • What are the best practices for documenting troubleshooting steps for reproducibility?